COVID-19, health and labour market marginalisation . This project aims to investigate the impact of the COVID-19 pandemic on labour market marginalisation in Australia. It seeks to generate new insights about whether the global economic shock had a disproportionately negative effect on the employment circumstances of working-age Australians with mental health and musculoskeletal/pain conditions, which are the leading causes of disability in Australia. The expected outcomes of this project includ ....COVID-19, health and labour market marginalisation . This project aims to investigate the impact of the COVID-19 pandemic on labour market marginalisation in Australia. It seeks to generate new insights about whether the global economic shock had a disproportionately negative effect on the employment circumstances of working-age Australians with mental health and musculoskeletal/pain conditions, which are the leading causes of disability in Australia. The expected outcomes of this project include improved policy responses to direct effective support and assistance to those with the greatest need, and new resources for the research community. This should lead to significant benefits through reduced inequalities and improved social, economic and workforce outcomes for vulnerable Australians.Read moreRead less
Modelling the Causes of Regional Disparities across Australia. This project aims to explain the changing patterns of regional economic performance across Australia between 2001-2011 in the context of two developments: major structural shifts in world trade and commodity prices spawning massive mining growth and negative exchange rate impacts elsewhere (for example, manufacturing); and the financial crisis ending the credit boom leaving east coast economies struggling. The resulting regional disp ....Modelling the Causes of Regional Disparities across Australia. This project aims to explain the changing patterns of regional economic performance across Australia between 2001-2011 in the context of two developments: major structural shifts in world trade and commodity prices spawning massive mining growth and negative exchange rate impacts elsewhere (for example, manufacturing); and the financial crisis ending the credit boom leaving east coast economies struggling. The resulting regional disparities have policy implications for education and skills training, housing affordability, infrastructure provision, and community sustainability. These issues will be investigated using a new functional economic regions geography and state of art spatial modelling tools supplemented by regional case studies.Read moreRead less
The Intergenerational Transmission of Joblessness. The project aims to unpack the mechanisms, channels and factors that drive joblessness from one generation to the next in Australia and across Europe, Asia and the United States. By creating a rich longitudinal dataset on families across the selected countries, it plans to challenge existing theories by asking whether aspects of family’s work–welfare trajectories, values and dynamics play out differently across multiple nations, over time and in ....The Intergenerational Transmission of Joblessness. The project aims to unpack the mechanisms, channels and factors that drive joblessness from one generation to the next in Australia and across Europe, Asia and the United States. By creating a rich longitudinal dataset on families across the selected countries, it plans to challenge existing theories by asking whether aspects of family’s work–welfare trajectories, values and dynamics play out differently across multiple nations, over time and in different labour market, institutional and family contexts. Project results may provide evidence-based knowledge for the development of effective interventions to avert the persistence of joblessness across generations.Read moreRead less
AI for Legal Problem Diagnosis in the Diverse Language of Australians. The number of Australians with unmet legal needs is estimated to be over four million people per year and growing, and free legal assistance is severely under-resourced. A bottleneck for free legal assistance providers is the determination of what (if any) specific legal needs the individual has, to which end this project proposes to develop AI models to semi-automate the process, with particular focus on fairness across user ....AI for Legal Problem Diagnosis in the Diverse Language of Australians. The number of Australians with unmet legal needs is estimated to be over four million people per year and growing, and free legal assistance is severely under-resourced. A bottleneck for free legal assistance providers is the determination of what (if any) specific legal needs the individual has, to which end this project proposes to develop AI models to semi-automate the process, with particular focus on fairness across users of all backgrounds, generalisation from small amounts of curated data, and dynamic interaction with the help-seeker. The project will help deliver legal assistance to some of the most vulnerable members of Australian society, and reinforce Australia's position as a world leader in AI for Law.Read moreRead less